Sparse Factor Analysis for Learning and Content Analytics

zbMath1319.62121arXiv1303.5685MaRDI QIDQ2934061

Andrew Waters, Andrew S. Lan, Richard G. Baraniuk, Christoph Studer

Publication date: 8 December 2014

Full work available at URL: https://arxiv.org/abs/1303.5685

zbMATH Keywords

factor analysissparse logistic regressionpersonalized learningBayesian latent factor analysissparse probit regression

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Bayesian inference (62F15) Generalized linear models (logistic models) (62J12) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (4)

Multidimensional item response theory in the style of collaborative filtering ⋮ Covariance structure estimation with Laplace approximation ⋮ A Bayesian nonparametric approach for the analysis of multiple categorical item responses ⋮ Generalized Factor Model for Ultra-High Dimensional Correlated Variables with Mixed Types

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